The purpose of this thesis is to derive and compare asymptotic
performances of certain tests of independence, interchangeability
and equality of the distributions of_ratios Y/X for positive variates
and Y with joint c.d.f. H(x,y) of particular forms. Three bivariate
families, Morgenstern, Plackett, and Moran, are considered which permit
marginal c.d.f.'s...
Consider the c- sample testing problem with null hypothesis H[subscript]o : F₁(x) = ... = F[subscript]c(x), where F[subscript]j(x), j = 1 ..., c, represent
absolutely continuous distribution functions for failure distributions.
Furthermore, consider arbitrarily (right) censored samples, which
may arise from putting the (censored) experimental units on test at
different...
The classical chi-square goodness of fit test and the Neyman smooth tests are generalized for arbitrarily right-censored samples. The test statistics are shown to have limiting chi-square distributions under completely specified (simple) null hypotheses and random censorship. Limiting distributions of the generalized chi-square goodness of fit tests are also established...
Some nonparametric maximum likelihood estimation procedures
are developed for the class of pairs of distributions which have proportional
failure rate functions. Special consideration is given to the
case in which the shape of the failure rate functions are assumed to
be either increasing or decreasing. Estimators of the proportionality
constant,...
Common estimators of the mean g(θ) = Jx dFθ(x) in skewed distribution models may be sensitive to contamination by a few large observations. It is then desirable to consider robust estimators g(θ) .The approach of Hampel (1968), who defines an estimator θ for the parameter vector θ to be optimal...
Generalizations of the smooth goodness-of-fit test statistics,
the components of Cramer-von Mises type statistics and the
Pearson chi-square statistics are considered for censored samples.
Asymptotic efficiency comparisons are made between these
general goodness-of-fit tests for Weibull and gamma distributions
for certain parametric alternatives in the case of singly censored
samples....